Below is a summary of all replication materials for:Hamel, Brian T., and Derek E. Holliday. �Unequal Responsiveness in City Service Delivery: Evidence from 42 Million 311 Calls.� Quarterly Journal of Political ScienceTable of ContentsData:* dta.RData* demand.RData* demand_yearly.RData* demand_common_services.RData* tiles.RDataCode:* 00_master.RThe script 00_master.R provides code that reproduces every Table and Figure and other result referenced in the main text and Supplementary Appendix, in the order that the Tables/Figures appear. The script begins by loading the R packages necessary for replication (listed below in �Additional Dependencies�). Replicators should then set their working directory before loading each of the datasets listed above.Included in the directory are also the separate scripts for each Table and Figure. These are the files sourced in 00_master.R. Each line of code indicates which part of the Table/Figure are being produced; for example, in Table2.R, we note the correspondence between each regression and the column numbers found in Table 2. If replicators wish to reproduce one specific Table or Figure, they might use these files. To facilitate this, we have included (but commented-out with ##) code that sets the working directory and loads the packages and data files needed to replicate that particular Table/Figure. In the main text by order of appearance, these files are:* Table1.R* Figure1.R* Figure2.R* Figure3.R* Figure4.R* Figure5.R* Table2.R* Figure6.R* Table3.RWe also provide code to replicate descriptive results referenced in the text and in footnotes:* intext_results.RIn the Supplementary Appendix by order of appearance, these files are:* FigureA1.R* FigureA2.R* FigureA3.R* FigureA4.R* FigureA5.R* FigureA6.R* FigureA7.R* FigureA8.R* FigureA9.R* TableA1.R* TableA2.R* TableA3.R* TableA4.R* TableA5.R* TableA6.R* FigureA10.R* FigureA11.R* TableA7.R* TableA8.R* TableA9.R* TableA10.R* TableA11.R* TableA12.R* TableA13.RBase Software DependenciesR version 4.1.0 (2021-05-18) -- "Camp Pontanezen"Copyright (C) 2021 The R Foundation for Statistical ComputingPlatform: x86_64-apple-darwin17.0 (64-bit)macOS Big Sur, Version 11.7.42.3 GHz Quad-Core Intel Core i732 GB 3733 MHz LPDDR4XWe ***strongly*** encourage replicators use a machine with **at least** 32 GB of RAM. Additional DependenciesThe following R packages are necessary to replicate the analyses. They can be loaded at the beginning of 00_master.R, or at the beginning of each individual Table/Figure script. We also include the version number used by the authors. * tidyverse_1.3.1 * patchwork_1.1.2* ggrepel_0.9.1* fixest_0.11.1* scales_1.1.1